WO2004051551A8 - Face detection and tracking - Google Patents

Face detection and tracking

Info

Publication number
WO2004051551A8
WO2004051551A8 PCT/GB2003/005186 GB0305186W WO2004051551A8 WO 2004051551 A8 WO2004051551 A8 WO 2004051551A8 GB 0305186 W GB0305186 W GB 0305186W WO 2004051551 A8 WO2004051551 A8 WO 2004051551A8
Authority
WO
WIPO (PCT)
Prior art keywords
face
detector
detected
images
video sequence
Prior art date
Application number
PCT/GB2003/005186
Other languages
French (fr)
Other versions
WO2004051551A1 (en
Inventor
Robert Mark Stefan Porter
Ratna Rambaruth
Simon Haynes
Jonathan Living
Original Assignee
Sony Uk Ltd
Robert Mark Stefan Porter
Ratna Rambaruth
Simon Haynes
Jonathan Living
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Sony Uk Ltd, Robert Mark Stefan Porter, Ratna Rambaruth, Simon Haynes, Jonathan Living filed Critical Sony Uk Ltd
Priority to US10/536,620 priority Critical patent/US20060104487A1/en
Priority to JP2004556495A priority patent/JP2006508461A/en
Priority to EP03778548A priority patent/EP1565870A1/en
Publication of WO2004051551A1 publication Critical patent/WO2004051551A1/en
Publication of WO2004051551A8 publication Critical patent/WO2004051551A8/en

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/14Systems for two-way working
    • H04N7/141Systems for two-way working between two video terminals, e.g. videophone
    • H04N7/147Communication arrangements, e.g. identifying the communication as a video-communication, intermediate storage of the signals
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161Detection; Localisation; Normalisation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/14Systems for two-way working
    • H04N7/15Conference systems

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)

Abstract

A face detection apparatus for tracking a detected face between images in a video sequence comprises: a first face detector for detecting the presence of face(s) in the images; a second face detector for detecting the presence of face(s) in the images; the first face detector having a higher detection threshold than the second face detector, so that the second face detector is more likely to detect a face in an region in which the first face detector has not detected a face; and a face position predictor for predicting a face position in a next image in a test order of the video sequence on the basis of a detected face position in one or more previous images in the test order of the video sequence; in which: if the first face detector detects a face within a predetermined threshold image distance of the predicted face position, the face position predictor uses the detected position to produce a next position prediction; if the first face detector fails to detect a face within a predetermined threshold image distance of the predicted face position, the face position predictor uses a face position detected by the second face detector to produce a next position prediction.
PCT/GB2003/005186 2002-11-29 2003-11-28 Face detection and tracking WO2004051551A1 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
US10/536,620 US20060104487A1 (en) 2002-11-29 2003-11-28 Face detection and tracking
JP2004556495A JP2006508461A (en) 2002-11-29 2003-11-28 Face detection and face tracking
EP03778548A EP1565870A1 (en) 2002-11-29 2003-11-28 Face detection and tracking

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB0227895A GB2395779A (en) 2002-11-29 2002-11-29 Face detection
GB0227895.0 2002-11-29

Publications (2)

Publication Number Publication Date
WO2004051551A1 WO2004051551A1 (en) 2004-06-17
WO2004051551A8 true WO2004051551A8 (en) 2005-04-28

Family

ID=9948784

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/GB2003/005186 WO2004051551A1 (en) 2002-11-29 2003-11-28 Face detection and tracking

Country Status (6)

Country Link
US (1) US20060104487A1 (en)
EP (1) EP1565870A1 (en)
JP (1) JP2006508461A (en)
CN (1) CN1320490C (en)
GB (1) GB2395779A (en)
WO (1) WO2004051551A1 (en)

Families Citing this family (68)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2395781A (en) * 2002-11-29 2004-06-02 Sony Uk Ltd Face detection
US7920725B2 (en) * 2003-09-09 2011-04-05 Fujifilm Corporation Apparatus, method, and program for discriminating subjects
EP1566788A3 (en) 2004-01-23 2017-11-22 Sony United Kingdom Limited Display
TW200539046A (en) * 2004-02-02 2005-12-01 Koninkl Philips Electronics Nv Continuous face recognition with online learning
GB2414614A (en) 2004-05-28 2005-11-30 Sony Uk Ltd Image processing to determine most dissimilar images
GB2414615A (en) 2004-05-28 2005-11-30 Sony Uk Ltd Object detection, scanning and labelling
KR100612858B1 (en) * 2004-08-23 2006-08-14 삼성전자주식회사 Method and apparatus for tracking human using robot
GB0426523D0 (en) * 2004-12-02 2005-01-05 British Telecomm Video processing
JP2006236244A (en) * 2005-02-28 2006-09-07 Toshiba Corp Face authenticating device, and entering and leaving managing device
CN100361138C (en) * 2005-12-31 2008-01-09 北京中星微电子有限公司 Method and system of real time detecting and continuous tracing human face in video frequency sequence
JP4498296B2 (en) * 2006-03-23 2010-07-07 三洋電機株式会社 Object detection device
JP4686406B2 (en) * 2006-06-14 2011-05-25 富士フイルム株式会社 Imaging apparatus and control method thereof
JP4771536B2 (en) * 2006-06-26 2011-09-14 キヤノン株式会社 Imaging device and method of selecting face as main subject
JP5044321B2 (en) 2006-09-13 2012-10-10 株式会社リコー Imaging apparatus and subject detection method
JP4717766B2 (en) * 2006-09-14 2011-07-06 キヤノン株式会社 Image display device, imaging device, image display method, storage medium, and program
JP4810440B2 (en) * 2007-01-09 2011-11-09 キヤノン株式会社 IMAGING DEVICE, ITS CONTROL METHOD, PROGRAM, AND STORAGE MEDIUM
KR20090036734A (en) * 2007-10-10 2009-04-15 삼성전자주식회사 Image and telephone call communication terminal and camera tracking method of thereof
CN101499128B (en) * 2008-01-30 2011-06-29 中国科学院自动化研究所 Three-dimensional human face action detecting and tracing method based on video stream
EP2104338A3 (en) * 2008-03-19 2011-08-31 FUJIFILM Corporation Autofocus system
JP5429445B2 (en) * 2008-04-08 2014-02-26 富士フイルム株式会社 Image processing system, image processing method, and program
US8831954B2 (en) * 2008-05-08 2014-09-09 Nuance Communications, Inc. Localizing the position of a source of a voice signal
WO2009157939A1 (en) * 2008-06-26 2009-12-30 Hewlett-Packard Development Company, L.P. Face-detection processing methods, image processing devices, and articles of manufacture
JP5241590B2 (en) * 2009-04-20 2013-07-17 キヤノン株式会社 Information processing apparatus and identification method
GB2470072B (en) * 2009-05-08 2014-01-01 Sony Comp Entertainment Europe Entertainment device,system and method
TWI401963B (en) * 2009-06-25 2013-07-11 Pixart Imaging Inc Dynamic image compression method for face detection
JP5476955B2 (en) * 2009-12-04 2014-04-23 ソニー株式会社 Image processing apparatus, image processing method, and program
JP5484184B2 (en) * 2010-04-30 2014-05-07 キヤノン株式会社 Image processing apparatus, image processing method, and program
US9135514B2 (en) * 2010-05-21 2015-09-15 Qualcomm Incorporated Real time tracking/detection of multiple targets
US8320644B2 (en) * 2010-06-15 2012-11-27 Apple Inc. Object detection metadata
CN101923637B (en) * 2010-07-21 2016-03-16 康佳集团股份有限公司 A kind of mobile terminal and method for detecting human face thereof and device
US8448056B2 (en) 2010-12-17 2013-05-21 Microsoft Corporation Validation analysis of human target
JP5759170B2 (en) * 2010-12-27 2015-08-05 キヤノン株式会社 TRACKING DEVICE AND ITS CONTROL METHOD
EP2659429B1 (en) * 2010-12-30 2023-10-25 Nokia Technologies Oy Methods, apparatuses and computer program products for efficiently recognizing faces of images associated with various illumination conditions
US9020207B2 (en) 2011-06-07 2015-04-28 Accenture Global Services Limited Biometric authentication technology
AU2013200450B2 (en) 2012-01-30 2014-10-02 Accenture Global Services Limited System and method for face capture and matching
US8948465B2 (en) 2012-04-09 2015-02-03 Accenture Global Services Limited Biometric matching technology
JP2014048702A (en) * 2012-08-29 2014-03-17 Honda Elesys Co Ltd Image recognition device, image recognition method, and image recognition program
JP2014071832A (en) * 2012-10-01 2014-04-21 Toshiba Corp Object detection apparatus and detection method of the same
US9251437B2 (en) * 2012-12-24 2016-02-02 Google Inc. System and method for generating training cases for image classification
CN103079016B (en) * 2013-01-24 2016-02-24 上海斐讯数据通信技术有限公司 One is taken pictures shape of face transform method and intelligent terminal
US9294712B2 (en) 2013-03-20 2016-03-22 Google Inc. Interpolated video tagging
KR101484001B1 (en) 2013-11-20 2015-01-20 (주)나노인사이드 Method for face image analysis using local micro pattern
CN104680551B (en) * 2013-11-29 2017-11-21 展讯通信(天津)有限公司 A kind of tracking and device based on Face Detection
KR102233319B1 (en) * 2014-01-20 2021-03-29 삼성전자주식회사 A method for tracing a region of interest, a radiation imaging apparatus, a method for controlling the radiation imaging apparatus and a radiographic method
GB2528330B (en) * 2014-07-18 2021-08-04 Unifai Holdings Ltd A method of video analysis
CN104156947B (en) * 2014-07-23 2018-03-16 小米科技有限责任公司 Image partition method, device and equipment
US9767358B2 (en) * 2014-10-22 2017-09-19 Veridium Ip Limited Systems and methods for performing iris identification and verification using mobile devices
US10146797B2 (en) 2015-05-29 2018-12-04 Accenture Global Services Limited Face recognition image data cache
CN106295669B (en) * 2015-06-10 2020-03-24 联想(北京)有限公司 Information processing method and electronic equipment
CN105718887A (en) * 2016-01-21 2016-06-29 惠州Tcl移动通信有限公司 Shooting method and shooting system capable of realizing dynamic capturing of human faces based on mobile terminal
EP3232368A1 (en) * 2016-04-14 2017-10-18 Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. Determining facial parameters
JP6649306B2 (en) * 2017-03-03 2020-02-19 株式会社東芝 Information processing apparatus, information processing method and program
CN106960203B (en) * 2017-04-28 2021-04-20 北京搜狐新媒体信息技术有限公司 Facial feature point tracking method and system
CN107302658B (en) 2017-06-16 2019-08-02 Oppo广东移动通信有限公司 Realize face clearly focusing method, device and computer equipment
US20190215464A1 (en) * 2018-01-11 2019-07-11 Blue Jeans Network, Inc. Systems and methods for decomposing a video stream into face streams
US10963680B2 (en) * 2018-01-12 2021-03-30 Capillary Technologies International Pte Ltd Overhead people detection and tracking system and method
CN109614841B (en) * 2018-04-26 2023-04-18 杭州智诺科技股份有限公司 Rapid face detection method in embedded system
EP3811626B1 (en) * 2019-08-16 2022-12-07 Google LLC Face-based frame packing for video calls
CN110659571B (en) * 2019-08-22 2023-09-15 杭州电子科技大学 Streaming video face detection acceleration method based on frame buffer queue
CN110751666A (en) * 2019-11-30 2020-02-04 上海澄镜科技有限公司 System device equipped on intelligent beauty mirror for skin detection and modeling
CN113128312B (en) * 2020-01-14 2023-12-22 普天信息技术有限公司 Method and device for detecting position and working state of excavator
CN111461047A (en) * 2020-04-10 2020-07-28 北京爱笔科技有限公司 Identity recognition method, device, equipment and computer storage medium
CN111640134B (en) * 2020-05-22 2023-04-07 深圳市赛为智能股份有限公司 Face tracking method and device, computer equipment and storage device thereof
CN111757149B (en) * 2020-07-17 2022-07-05 商汤集团有限公司 Video editing method, device, equipment and storage medium
CN112468734B (en) * 2021-01-18 2021-07-06 山东天创信息科技有限公司 Adjustable security inspection device of surveillance camera head based on face identification
CN114915772B (en) * 2022-07-13 2022-11-01 沃飞长空科技(成都)有限公司 Method and system for enhancing visual field of aircraft, aircraft and storage medium
CN117409397B (en) * 2023-12-15 2024-04-09 河北远东通信系统工程有限公司 Real-time portrait comparison method, device and system based on position probability
CN118134970B (en) * 2024-05-06 2024-07-09 山西太重数智科技股份有限公司 Jack-up and lifting hook detection tracking method and system based on image recognition

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5715325A (en) * 1995-08-30 1998-02-03 Siemens Corporate Research, Inc. Apparatus and method for detecting a face in a video image
US5802220A (en) * 1995-12-15 1998-09-01 Xerox Corporation Apparatus and method for tracking facial motion through a sequence of images
US6298145B1 (en) * 1999-01-19 2001-10-02 Hewlett-Packard Company Extracting image frames suitable for printing and visual presentation from the compressed image data
AUPP839199A0 (en) * 1999-02-01 1999-02-25 Traffic Pro Pty Ltd Object recognition & tracking system
JP2001331804A (en) * 2000-05-18 2001-11-30 Victor Co Of Japan Ltd Device and method for detecting image area
CN1352436A (en) * 2000-11-15 2002-06-05 星创科技股份有限公司 Real-time face identification system
JP4590717B2 (en) * 2000-11-17 2010-12-01 ソニー株式会社 Face identification device and face identification method
US7155036B2 (en) * 2000-12-04 2006-12-26 Sony Corporation Face detection under varying rotation
AUPR676201A0 (en) * 2001-08-01 2001-08-23 Canon Kabushiki Kaisha Video feature tracking with loss-of-track detection
US7130446B2 (en) * 2001-12-03 2006-10-31 Microsoft Corporation Automatic detection and tracking of multiple individuals using multiple cues

Also Published As

Publication number Publication date
EP1565870A1 (en) 2005-08-24
GB2395779A (en) 2004-06-02
US20060104487A1 (en) 2006-05-18
GB0227895D0 (en) 2003-01-08
CN1320490C (en) 2007-06-06
CN1717695A (en) 2006-01-04
WO2004051551A1 (en) 2004-06-17
JP2006508461A (en) 2006-03-09

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